SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 2751–2800 of 14297 papers

TitleStatusHype
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency RehearsalCode0
Multi-Group Proportional Representation in RetrievalCode0
RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL—0
Lynx: An Open Source Hallucination Evaluation Model—0
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing ModalitiesCode1
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting—0
LitSearch: A Retrieval Benchmark for Scientific Literature SearchCode2
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For BirdsCode0
Attribute or Abstain: Large Language Models as Long Document AssistantsCode0
Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIRCode0
A Critical Review of Causal Reasoning Benchmarks for Large Language Models—0
FACTS About Building Retrieval Augmented Generation-based Chatbots—0
KaiRacters: Character-level-based Writer Retrieval for Greek Papyri—0
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging—0
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?—0
Incremental Multiview Point Cloud Registration with Two-stage Candidate Retrieval—0
EA-VTR: Event-Aware Video-Text Retrieval—0
Scaling Retrieval-Based Language Models with a Trillion-Token DatastoreCode3
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection—0
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability—0
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions—0
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution PerspectiveCode3
TVR-Ranking: A Dataset for Ranked Video Moment Retrieval with Imprecise QueriesCode0
PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning MethodsCode7
A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts—0
Empirical analysis of Binding Precedent efficiency in the Brazilian Supreme Court via Similar Case Retrieval—0
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding—0
RRM: Relightable assets using Radiance guided Material extraction—0
Sequential Contrastive Audio-Visual Learning—0
Pseudo-triplet Guided Few-shot Composed Image Retrieval—0
Random Features Hopfield Networks generalize retrieval to previously unseen examples—0
HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels—0
Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human in the Loop—0
MMIS: Multimodal Dataset for Interior Scene Visual Generation and Recognition—0
Training Task Experts through Retrieval Based Distillation—0
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models—0
MINDECHO: Role-Playing Language Agents for Key Opinion Leaders—0
Large language models are good medical coders, if provided with toolsCode1
Incremental Multiview Point Cloud RegistrationCode0
Are LLMs Correctly Integrated into Software Systems?—0
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations—0
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language ModelsCode2
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical QuestionsCode2
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language ModelsCode1
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt LearningCode0
Associative Recurrent Memory TransformerCode2
VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models—0
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning—0
RAM: Retrieval-Based Affordance Transfer for Generalizable Zero-Shot Robotic ManipulationCode2
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM AgentsCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified